A deep technical guide to deploying and optimizing open-source AI agents on consumer-grade GPUs using quantization, offloading, and efficient inference patterns.
Beyond the 80B Model: Engineering Efficient, Open-Source AI Agents on Consumer Hardware
A deep technical guide to deploying and optimizing open-source AI agents on consumer-grade GPUs using quantization, offloading, and efficient inference patterns.
A retrieval pipeline built by hand in six files — the data structures behind each stage, the four bugs that cost me the most time, and the answer it made up that I left in the repo...
I built and open-sourced PacketVoyage—an Agent Skill & MCP server that turns boring traceroute...
Introduction For the past 10 days, I took part in the 10 Days of AI Voice Agents — #VoiceForBharat...